Yi Guo
Yi Guo has 2 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning; often with Jie Yang, Hao Wu, Hongru Sun.
OpenAlex · h-index 2 · 14 works · 12 citations OpenAlex, 2026-10-14
Affiliations
🎓Shanghai Ocean UniversityShanghai ·
China2025–2026 · 2 papers🎓Western Sydney UniversityRichmond ·
Australia2023–2025 · 5 papers🎓Northwest Normal UniversityLanzhou ·
China2022–2023 · 3 papers🎓Beijing Vocational College of AgricultureBeijing ·
China2017 · 2 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputational Theory and Mathematics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Defensive Dual Masking for Robust Adversarial Defense (2026 · 1 citation)
Fine-tuned language models can lose most of their accuracy when an attacker makes small edits to the input, such as swapping a character or substituting a synonym. - FLAIR: Steering LLM Mathematical Problem Solving based on A Fuzzy-Logic-AssIsted Reasoner (2026)
LLMs solving math word problems usually follow one fixed reasoning style or a hard-coded pipeline. This ignores the fact that one solution attempt can contain several flaws at once, each with different severity. FLAIR (Fuzzy-Logic-AssIsted Reasoner) addresses this by treating the diagnosis of a partial solution as a…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Computational Linguistics: Computational Linguistics 2026
Updated
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